Explore the problems researchers are working on and the benchmarks used to measure progress.
58,155 tasksPage 1925 of 2,327
Tasks
| Task | Domain | Benchmarks | Papers | Last update |
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| GUI agent task planning | agents tool userobotics embodied ai | 1 | 1 | Feb 18, 2026 |
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| Audio-Visual Speaker Identification | speech audiomultimodal+1 | 1 | 1 | Mar 10, 2026 |
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| Persuasion Detection | nlp | 1 | 1 | Feb 18, 2026 |
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| Sentiment and speaker consistency assessment | nlpspeech audio | 1 | 1 | Feb 21, 2026 |
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| Colonoscopy anatomical segment detection | computer visionbio medical | 1 | 1 | May 28, 2026 |
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| Cyclist Detection | computer vision | 1 | 1 | Feb 18, 2026 |
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| Full-ranking Retrieval | retrieval search rag | 1 | 1 | Feb 18, 2026 |
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| Video Grounded Reasoning | multimodalcomputer vision | 1 | 1 | Mar 10, 2026 |
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| General NLU Performance | nlp | 1 | 1 | Feb 18, 2026 |
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| Stack by Size | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Build Domino Line | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Multimodal Knowledge Graph Completion | graphmultimodal | 1 | 1 | Feb 18, 2026 |
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| Clean Marker on Mirror | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Move Bowl | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Precise Length Constraint | nlp | 1 | 1 | Feb 18, 2026 |
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| Robot Manipulation (Overall) | robotics embodied ai | 1 | 1 | Mar 10, 2026 |
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| Thermoelectric property extraction | bio medicalnlp | 1 | 1 | Mar 10, 2026 |
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| Pedestrian 3D Object Detection | 3d vision geometrycomputer vision | 1 | 3 | May 13, 2026 |
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| Multimodal Analogical Reasoning | multimodalnlp | 1 | 1 | Feb 18, 2026 |
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| Region Understanding | computer vision | 1 | 1 | Feb 18, 2026 |
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| Structural property extraction | bio medicalnlp | 1 | 1 | Mar 10, 2026 |
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| Knowledge Triple Extraction | nlp | 1 | 1 | Mar 10, 2026 |
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| Cyclist 3D Object Detection | 3d vision geometrycomputer vision | 1 | 1 | Feb 18, 2026 |
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| Obstacle Avoidance Motion Planning | robotics embodied ai3d vision geometry | 1 | 1 | Mar 10, 2026 |
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| CAD Captioning | computer visionnlp | 1 | 1 | Feb 18, 2026 |
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